Machine learning in video classification with playback highlighting
AssigneeMatroid, Inc.
InventorsReza Zadeh, Dong Wang, Deepak Menghani, John Goddard, Ryan Tobin
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AssigneeMatroid, Inc.
InventorsReza Zadeh, Dong Wang, Deepak Menghani, John Goddard, Ryan Tobin
Estimating the term…
Described herein are systems and methods that search videos and other media content to identify items, objects, faces, or other entities within the media content. Detectors identify objects within media content by, for instance, detecting a predetermined set of visual features corresponding to the objects. Detectors configured to identify an object can be trained using a machine learned model (e.g., a convolutional neural network) as applied to a set of example media content items that include the object. The systems provide user interfaces that allow users to review search results, pinpoint relevant portions of media content items where the identified objects are determined to be present, review detector performance and retrain detectors, providing search result feedback, and/or reviewing video monitoring results and analytics.
A computer-implemented method, comprising:
A non-transitory computer-readable storage medium storing executable computer instructions that when executed by a hardware processor are configured to cause the hardware processor to perform steps comprising:
A system, comprising:
Dependencies are inferred from the claim text.